Abstract: A business plan generation device including a business plan definition unit configured to define a first business plan for a first business and a set of target business outcomes, a business information acquisition unit configured to acquire a set of business state information that includes at least a set of internal business information or a set of competitor business information, and a business plan generation unit configured to use a machine learning model to generate a set of output data that includes at least a set of revised business plans for achieving the set of target business outcomes, and output the set of output data.

Abstract: Aspects relate to contribution management for quantifying the contribution of solution owners to digital ecosystems based on the growth progress of the digital ecosystem. A contribution management device for managing a contribution of a solution owner in a digital ecosystem, including a data collection unit to collect a first set of solution performance metrics for a first digital solution and a set of ecosystem key performance indicators, a contribution measurement unit to calculate a first contribution score for the first digital solution, and a suggestion unit to generate a set of recommended actions for increasing growth of the digital ecosystem. The contribution measurement unit further includes a growth assessment unit to generate a set of growth progress data for the digital ecosystem and a dynamic weight calculation unit to calculate the first set of metric weights.